How do i change the collision box position?
From the screenshot it looks like the origin is off center (the small yellow dot in the center of the collision bounds box). In object mode select your cube and in the tools panel, under the 'Tools" tab click the 'Set Origin' dropdown and choose 'Origin to Geometry'. That will snap the origin back into the cube where it belongs.